Prof. Ir. Hendrawan, M.Sc., Ph.D.
Telecommunications Networks and Multimedia
Email : hend@itb.ac.id
Prof. Ir. Hendrawan, M.Sc., Ph.D. is a professor in the Telecommunication Engineering Research Group at the School of Electrical Engineering and Informatics (STEI), Institut Teknologi Bandung (ITB). His areas of expertise are telecommunications networks and multimedia. He has experience in teaching, research, technology development, and academic administration at ITB.
He completed his undergraduate degree in Electrical Engineering at Institut Teknologi Bandung in 1985. He earned his master's and doctoral degrees at the University of Essex, United Kingdom, in Telecommunication and Information Systems in 1990 and Electronics Systems Engineering in 1995, respectively. This academic background laid the foundation for his work in developing telecommunications networks and systems.
Prof. Hendrawan's research focuses on telecommunications network performance, video compression and multimedia communications, queueing theory, and the application of artificial intelligence and . for network analysis and optimization.
Alongside his teaching, research, and community service activities, Prof. Hendrawan has held academic leadership roles. He has served as Head of the ITB Telematics Laboratory, Head of the Master's Program in Electrical Engineering, and Head of the Doctoral Program in Electrical Engineering and Informatics. Since 2023, he has served as Head of the Telecommunication Engineering Research Group at STEI ITB, Secretary of the STEI ITB Senate, and Chair of the STEI ITB Postgraduate Program Commission (KPPS). He has also been involved in international research collaborations and telecommunications technology development.
- Proactive Machine Learning-Based Admission Control Strategy for Joint Communication and Sensing (JCAS) in 5G and Beyond Networks (Equity Research) (2025 - 2026)
- Adaptive Video Compression Parameter Optimization to Improve Efficiency and Accuracy in Video Analytics Applications (PPS–PDD Research) (2025 - 2026)
- Efficient Federated Learning Through Client Selection Based on Model Performance Stability for Cellular Network KPI Prediction (PPS-PDD Research) (2025 - 2026)
- Accuracy-Sensitivity Based Bandwith Allocation for Video Analytic Applications via Real-Time Automated Video Compression Tuning (P2MI GB Research) (2025)
- Use of IoT to Digitalize Livestock Farming in Sipora Jaya Village, Mentawai Islands Regency. (2025)
- Planning of ATM (ATC System) Facilities for the Ujung Pandang FIR at MATSC, Denpasar, Surabaya, and Yogyakarta (2024)
- Simulation-Assisted Machine Learning to Identify Traffic Types for 5G Network Slicing Implementation (Research Grant and Staff Exchange) (2023)
- Optimization of Network Infrastructure to Support Community Potential in Mukekuku Village, Rote Ndao, East Nusa Tenggara (Desanesha PM 3T Program) in Mukekuku Village, Rote Ndao, East Nusa Tenggara (2023)
- Preparation of a Study on Strategies for Standardizing the Management of PT PERTAMINA's Two-Way Radio Communication and Local Area Network (LAN) Services (2023)
- Development of an Adaptive Clustering Algorithm for Massive Sensor Networks (IoT) (PDUPT Research) (2021 - 2022)
- Malware Detection Technique Using Image-Based Feature Extraction and Multimodal Machine Learning (PPD Research) (2020 - 2021)
- Development of a Voice Switching Control System (VSCS) for Air Traffic Control (ATC) Systems at Small and Medium-Sized Airports in Indonesia (2018 - 2020)
- Increasing Data Rates in 5G Networks Using a Cross-Layer Method in Communication Protocols to Address Interference, Congestion, and Poor Data Transmission Path Quality (PPD Research) (2018 - 2019)
- Implementation Team for Self-Managed Spectrum Roadmap Consulting Services (2019)
- Implementation Team for Planning and Determining SLA Measurement Methods for BAKTI Kominfo Ground Segment Internet Access Services (2019)
- Secure Compressed Video Communication System for Security and Defense (PTUPT Research) (2016 - 2018)
- Study of Compressed Video Streaming over Transmission Links with High Packet Loss and Jitter (PTUPT Research) (2016 - 2018)
- Implementation Team for Consulting Services on Incident Investigation and Root Cause Analysis of Internet Access in 2016–2017 (2017)
- Implementation Team for Developing the BAKTI Kominfo Internet Access Program Data Analysis System (2018)
- Implementation Team for Self-Managed Spectrum Roadmap Consulting Services (2018)
- Implementation Team for the Network Assessment Research Program and Development of an Evaluation System to Monitor the BAKTI Kominfo Internet Access Program (2018)
- Implementation Team for the Research Program on Network Deployment Using Wi-Fi as the Last Mile in the BAKTI Kominfo BTS Program (2019)
- K. Masykuroh, Hendrawan and E. Mulyana, A QoS-driven resource allocation framework for video analytics using accuracy–bitrate profiling and gradient-aware optimization,.
- Hurianti Vidyaningtyas, Iskandar, Hendrawan, Aloysius Adya Pramudita , Hurianti Vidyaningtyas, Iskandar, Hendrawan, Aloysius Adya Pramudita Differential evolution-optimized feature weighting for hierarchical user clustering in downlink PD-NOMA systems.
- Kholidiyah Masykuroh a,b, Hendrawan a, Eueung Mulyana, An accuracy–utility-based comparative framework for bandwidth-constrained multi-stream video analytics.
- Hurianti Vidyaningtyas, Iskandar, Hendrawan, and Aloysius Adya Pramudita, Sum Rate Optimization Through Constraint-Driven Hierarchical User Clustering on PD-NOMA Systems..
- Tri Nopiani Damayanti, Hendrawan, M. Sigit Arifianto, and Khoirul Anwar, Relay-Assisted Coherent Free-Space Optical Systems with SPC-Based Network Coding..
- K. Nugroho, Hendrawan and Iskandar, "FedU: Uniform Aggregation for Federated CNN-Based Downlink Throughput Prediction in Urban Area Cellular Networks,".
- Dzata Farahiyah, Iskandar, Hendrawan, Khoirul Anwar, Spectrum Sensing using PSD-based GRU for Coexistence between 5G, WiFi, and FS in the 6 GHz Band..
- L. Alifa, I. Zakia, Hendrawan, B. M. Djaali, K. R. Asyadda, and F. Ubaidillah, “Graph isomorphism network for joint pilot assignment and power control in cell-free massive MIMO”.
- D. Agustin Putri, I. Zakia, Hendrawan and R. Annur, Joint Curriculum-Enhanced DRL and Event-Triggered Channel Re-Estimation for Hybrid Beamforming in Dynamic mmWave Environments.
- Kholidiyah Masykuroh, Hendrawan, Eueung Mulyana, Farhan Krishna A Survey on Video Compression Optimization Techniques for Accuracy Enhancement in Video Analytics Applications (VAPs),.
- H. Yuliana, Iskandar and Hendrawan, A Hybrid LSTM-Transformer Approach for Accurate Time Series Traffic Prediction in Cellular Networks.
- Kholidiyah Masykuroh, Hendrawan, Eueung Mulyana, Scaling bitrate in Video Compression Using Tuned Parameters for Efficient Video Analytics..
- Hurianti Vidyaningtyas, Iskandar, Hendrawan, Aloysius Adya Pramuditas, NOMA Performance Improvement with Downlink Sectorization..
- Iskandar, Hajiar Yuliana, Hendrawan, Adriel Timoteo, Fabian Rafinanda Benyamin, Naufal Bhanu Anargyarahman, User Trajectory Prediction in Cellular Networks Using Multi-Step LSTM Approaches: Case Study and Performance Evaluation..
- Kukuh Nugroho, Hendrawan, Iskandar, Comparative Analysis of Federated and Centralized Learning Systems in Predicting Cellular Downlink Throughput Using CNN.
- Setia Juli Irzal Ismail, Hendrawan, Budi Rahardjo, Tutun Juhana, Yasuo Musashi, MalSSL—Self-Supervised Learning for Accurate and Label-Efficient Malware Classification.
- Hajiar Yuliana, Hendrawan, Iskandar, Yasuo Musashi, Estimating Base Station Traffic and Throughput Using Machine Learning Based on Hourly Key Performance Indicator (KPI) Network Analysis.
- Hajiar Yuliana, Iskandar, Hendrawan, Comparative Analysis of Machine Learning Algorithms for 5G Coverage Prediction: Identification of Dominant Feature Parameters and Prediction Accuracy.
- Tutun Juhana, Hajiar Yuliana, Hendrawan, Iskandar, Yasuo Musashi, Comparative Analysis of ARIMA, Prophet, and Glmnet for Long Term Evolution (LTE) Base Station Traffic Forecasting.
- Baud Haryo Prananto, Iskandar, Hendrawan, Adit Kurniawan, LSTM Neural Network Algorithm for Handover Improvement in a Non-Ideal Network Using O-RAN Near-RT RIC.
- Hilal H. Nuha, , Fazmah Arif Y, and Hendrawan, Enhanced Multipath TCP to Improve the Mobile Device Network Resiliency.
- Hendrawan, Dimas Aji Pangestu, Iskandar; Energy-Aware Medium Access Control Protocol and Clustering Algorithm for Clustered Wireless Sensor Networks with High Altitude Platforms as the Base Station.
- Hendrawan; Accessibility Degradation Prediction on LTE/SAE Network Using Discrete Time Markov Chain (DTMC) Model.
- Veronica Windha Mahyastuty, Iskandar, Hendrawan, Mohammad Sigit Arifianto; Adaptive Successive Interference Cancellation using Deep Learning for High Altitude Platform Station in Various KRician Channel.
- Veronica Windha Mahyastuty, Iskandar, Hendrawan, Mohammad Sigit Arifianto; Medium Access Control Protocol for High Altitude Platform Based Massive Machine Type Communication.
- Yudha Purwanto\*, Kuspriyanto, Hendrawan, Budi Rahardjo: "Cost Analysis for Classification-based Autonomous Response Systems".
- Istikmal, Adit Kurniawan, Hendrawan, Joint Routing and Congestion Control in Multipath Channel Based on Signal to Noise Ratio with Cross-Layer Scheme..
- Yudha Purwanto, Kuspriyanto, Hendrawan, Budi Rahardjo, Cost Analysis for Classification-based Autonomous Response Systems.
- Sofia Naning Hertiana, Adit Kurniawan, Hendrawan, and Udjianna Sekteria Pasaribu, Optimal Rate Allocation for CongestionControl Support in SDN.
- Sofia Naning Hertiana, Adit Kurniawan, Hendrawan, and Udjianna Sekteria Pasaribu, Effective Router Assisted Congestion Control for SDN.
- Veronica Windha Mahyastuty, Iskandar, Hendrawan, M. Sigit Arifianto, Wireless Sensor Network over High Altitude Platform.
- Istikmal, Adit Kurniawan, Hendrawan, Selective Route Based on SNR with Cross layer Scheme in Wireless Adhoc Network.
- I Wahidah, Hendrawan, TLR Mengko, AB Suksmono, Parameter Estimation for Coefficient Thresholding in Block-based Compressive Video Coding,.
- A Najmurrokhman, B Riyanto, A Syaichu-Rohman, H Hendrawan, Dissipative Controller Design for Networked Control Systems via the Markovian Jump System Approach.
- Nana Rachmana, Hendrawan, Sugihartono, Andriyan B. Suksmono, Interpretation Target Pattern of a Buried Basic Object on Surface Ground Penetrating Radar System.
- Aditya Kurniawan, Kholilatul Wardani, Eueung Mulyana, Hendrawan, Image Based Centre Object CalculationUsing Coordinate AveragingMethod for Object FollowingMobile Robot.
- Development of an Internet Protocol (IP)-Based Voice Switch Control System (VSCS) for Air Traffic Control (ATC) Communications (2020)
- Buoy for a Smart Aquaculture Monitoring System (2021)
Keyword
Telecommunications Networks and Multimedia